Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:44 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 4.9918815366 |
| 1990-02-01 | 4.9589571293 |
| 1990-03-01 | 5.0498686654 |
| 1990-04-01 | 5.0557714679 |
| 1990-05-01 | 5.0596218187 |
| 1990-06-01 | 5.0681530196 |
| 1990-07-01 | 5.4139216902 |
| 1990-08-01 | 5.3939476708 |
| 1990-09-01 | 5.5961549069 |
| 1990-10-01 | 5.2249253045 |
| 1990-11-01 | 5.4093437785 |
| 1990-12-01 | 5.3871567629 |
| 1991-01-01 | 5.2882336619 |
| 1991-02-01 | 5.2518527517 |
| 1991-03-01 | 5.2374011961 |
| 1991-04-01 | 5.3573877433 |
| 1991-05-01 | 5.4584980290 |
| 1991-06-01 | 5.4712502208 |
| 1991-07-01 | 5.5164997640 |
| 1991-08-01 | 5.6014196505 |
| 1991-09-01 | 5.6067179843 |
| 1991-10-01 | 5.6290234276 |
| 1991-11-01 | 5.6125141322 |
| 1991-12-01 | 5.6966165430 |
| 1992-01-01 | 6.1796232820 |
| 1992-02-01 | 6.1298614737 |
| 1992-03-01 | 6.1141905328 |
| 1992-04-01 | 6.2611708092 |
| 1992-05-01 | 6.2526583659 |
| 1992-06-01 | 6.3743461029 |
| 1992-07-01 | 6.3266059472 |
| 1992-08-01 | 6.2196035446 |
| 1992-09-01 | 6.3190904606 |
| 1992-10-01 | 5.5367175648 |
| 1992-11-01 | 5.5186646816 |
| 1992-12-01 | 5.5139559012 |
| 1993-01-01 | 5.1623808403 |
| 1993-02-01 | 5.1978972826 |
| 1993-03-01 | 5.2843837089 |
| 1993-04-01 | 5.0627733550 |
| 1993-05-01 | 5.0522549603 |
| 1993-06-01 | 5.0750011143 |
| 1993-07-01 | 5.0342618600 |
| 1993-08-01 | 5.1420430757 |
| 1993-09-01 | 5.2370732904 |
| 1993-10-01 | 5.3467631900 |
| 1993-11-01 | 5.4179626538 |
| 1993-12-01 | 5.4270062458 |
| 1994-01-01 | 5.4417537980 |
| 1994-02-01 | 5.4767454574 |
| 1994-03-01 | 5.4606387082 |
| 1994-04-01 | 5.4716993342 |
| 1994-05-01 | 5.4492869393 |
| 1994-06-01 | 5.3744764433 |
| 1994-07-01 | 5.4341632474 |
| 1994-08-01 | 5.3527174687 |
| 1994-09-01 | 5.2530646356 |
| 1994-10-01 | 5.0599181768 |
| 1994-11-01 | 5.2110170373 |
| 1994-12-01 | 5.2325337334 |
| 1995-01-01 | 5.5345431934 |
| 1995-02-01 | 5.4784743216 |
| 1995-03-01 | 5.5494854108 |
| 1995-04-01 | 5.4763219988 |
| 1995-05-01 | 5.5469126058 |
| 1995-06-01 | 5.4655720325 |
| 1995-07-01 | 5.5118492892 |
| 1995-08-01 | 5.6504107484 |
| 1995-09-01 | 5.7705811659 |
| 1995-10-01 | 5.7779195642 |
| 1995-11-01 | 5.8091613890 |
| 1995-12-01 | 5.8201596937 |
| 1996-01-01 | 6.0452315818 |
| 1996-02-01 | 6.0979378573 |
| 1996-03-01 | 6.1534717665 |
| 1996-04-01 | 6.1772092598 |
| 1996-05-01 | 6.1375155706 |
| 1996-06-01 | 6.2469835466 |
| 1996-07-01 | 6.1838097220 |
| 1996-08-01 | 6.2460045566 |
| 1996-09-01 | 6.2837777403 |
| 1996-10-01 | 6.4007369073 |
| 1996-11-01 | 6.5122461529 |
| 1996-12-01 | 6.4946550974 |
| 1997-01-01 | 6.6673947449 |
| 1997-02-01 | 6.6238478734 |
| 1997-03-01 | 6.5518745544 |
| 1997-04-01 | 6.6674601687 |
| 1997-05-01 | 6.8382540835 |
| 1997-06-01 | 6.9196475748 |
| 1997-07-01 | 7.1667002639 |
| 1997-08-01 | 7.3526520248 |
| 1997-09-01 | 7.3026005122 |
| 1997-10-01 | 8.5214866477 |
| 1997-11-01 | 7.5074704985 |
| 1997-12-01 | 7.5568436938 |
| 1998-01-01 | 7.4753039719 |
| 1998-02-01 | 7.5473035271 |
| 1998-03-01 | 7.4517088832 |
| 1998-04-01 | 7.8612955169 |
| 1998-05-01 | 8.2430591511 |
| 1998-06-01 | 8.2997320158 |
| 1998-07-01 | 8.2695858404 |
| 1998-08-01 | 8.0676163454 |
| 1998-09-01 | 8.0182021424 |
| 1998-10-01 | 7.7343564636 |
| 1998-11-01 | 7.7892711486 |
| 1998-12-01 | 7.9252775513 |
| 1999-01-01 | 7.7752727183 |
| 1999-02-01 | 7.8553640014 |
| 1999-03-01 | 7.8486078988 |
| 1999-04-01 | 7.9574658086 |
| 1999-05-01 | 7.9583138168 |
| 1999-06-01 | 7.9884854551 |
| 1999-07-01 | 7.9825561197 |
| 1999-08-01 | 7.8812286907 |
| 1999-09-01 | 7.5257845908 |
| 1999-10-01 | 7.9440097723 |
| 1999-11-01 | 7.9751420927 |
| 1999-12-01 | 8.1196256909 |
| 2000-01-01 | 8.0512891026 |
| 2000-02-01 | 8.1384360297 |
| 2000-03-01 | 8.3515749565 |
| 2000-04-01 | 8.5586230156 |
| 2000-05-01 | 8.1711888115 |
| 2000-06-01 | 8.1897561069 |
| 2000-07-01 | 8.2014259488 |
| 2000-08-01 | 8.3913759272 |
| 2000-09-01 | 8.4270667843 |
| 2000-10-01 | 8.5547003131 |
| 2000-11-01 | 8.6660157239 |
| 2000-12-01 | 8.6248278025 |
| 2001-01-01 | 7.6187701014 |
| 2001-02-01 | 7.4088086199 |
| 2001-03-01 | 7.3492779241 |
| 2001-04-01 | 7.2670484621 |
| 2001-05-01 | 7.1903472698 |
| 2001-06-01 | 7.1035954468 |
| 2001-07-01 | 6.9196227016 |
| 2001-08-01 | 6.8872556129 |
| 2001-09-01 | 6.9250793221 |
| 2001-10-01 | 6.9602858063 |
| 2001-11-01 | 6.9539510816 |
| 2001-12-01 | 6.8344483767 |
| 2002-01-01 | 6.8827972055 |
| 2002-02-01 | 6.9873466300 |
| 2002-03-01 | 6.8696215456 |
| 2002-04-01 | 6.9777477511 |
| 2002-05-01 | 6.8962314390 |
| 2002-06-01 | 7.2149734002 |
| 2002-07-01 | 7.3276661217 |
| 2002-08-01 | 7.5763308861 |
| 2002-09-01 | 7.5273508668 |
| 2002-10-01 | 7.1593371863 |
| 2002-11-01 | 7.1435992652 |
| 2002-12-01 | 7.2365204654 |
| 2003-01-01 | 7.5688685343 |
| 2003-02-01 | 7.4757044905 |
| 2003-03-01 | 7.4906028718 |
| 2003-04-01 | 7.4901403513 |
| 2003-05-01 | 7.5029493883 |
| 2003-06-01 | 7.4277640895 |
| 2003-07-01 | 7.4191566863 |
| 2003-08-01 | 7.3513403782 |
| 2003-09-01 | 7.2238431361 |
| 2003-10-01 | 7.1514593677 |
| 2003-11-01 | 7.1436286654 |
| 2003-12-01 | 7.3467093351 |
| 2004-01-01 | 7.2746551129 |
| 2004-02-01 | 7.2754691348 |
| 2004-03-01 | 7.3076643208 |
| 2004-04-01 | 7.1946317625 |
| 2004-05-01 | 7.1973707758 |
| 2004-06-01 | 7.1291821410 |
| 2004-07-01 | 7.2076965034 |
| 2004-08-01 | 7.2304370711 |
| 2004-09-01 | 7.2288108990 |
| 2004-10-01 | 7.2445454006 |
| 2004-11-01 | 7.2461755591 |
| 2004-12-01 | 7.2519510037 |
| 2005-01-01 | 6.8937846826 |
| 2005-02-01 | 6.8783834989 |
| 2005-03-01 | 6.9069634732 |
| 2005-04-01 | 7.0956478743 |
| 2005-05-01 | 7.0952249927 |
| 2005-06-01 | 7.1434669348 |
| 2005-07-01 | 7.0035388862 |
| 2005-08-01 | 7.0048619808 |
| 2005-09-01 | 7.0224706773 |
| 2005-10-01 | 7.1306036541 |
| 2005-11-01 | 7.1370344242 |
| 2005-12-01 | 7.1631199516 |
| 2006-01-01 | 7.2237385253 |
| 2006-02-01 | 7.1925084878 |
| 2006-03-01 | 7.2126801136 |
| 2006-04-01 | 7.1893235265 |
| 2006-05-01 | 7.1833590828 |
| 2006-06-01 | 7.2514681392 |
| 2006-07-01 | 7.4028553507 |
| 2006-08-01 | 7.4862508600 |
| 2006-09-01 | 7.5143947343 |
| 2006-10-01 | 7.6146910069 |
| 2006-11-01 | 7.6279080705 |
| 2006-12-01 | 7.6836151138 |
| 2007-01-01 | 7.8483180412 |
| 2007-02-01 | 7.9995484143 |
| 2007-03-01 | 8.1125185837 |
| 2007-04-01 | 8.0891212653 |
| 2007-05-01 | 8.1833940279 |
| 2007-06-01 | 8.2639289971 |
| 2007-07-01 | 8.1972776029 |
| 2007-08-01 | 8.1674114638 |
| 2007-09-01 | 8.1950006097 |
| 2007-10-01 | 8.1946711493 |
| 2007-11-01 | 8.3216794622 |
| 2007-12-01 | 8.3094627030 |
| 2008-01-01 | 8.3714861449 |
| 2008-02-01 | 8.4105598926 |
| 2008-03-01 | 8.4117910072 |
| 2008-04-01 | 8.4895260017 |
| 2008-05-01 | 8.4842022234 |
| 2008-06-01 | 8.3646247010 |
| 2008-07-01 | 8.3908502415 |
| 2008-08-01 | 8.5533869025 |
| 2008-09-01 | 8.4868534155 |
| 2008-10-01 | 8.2798490165 |
| 2008-11-01 | 8.2212398753 |
| 2008-12-01 | 8.1231698772 |
| 2009-01-01 | 7.8841426790 |
| 2009-02-01 | 7.6151619369 |
| 2009-03-01 | 7.6085871829 |
| 2009-04-01 | 7.7972133567 |
| 2009-05-01 | 7.7939501657 |
| 2009-06-01 | 7.6642951163 |
| 2009-07-01 | 7.7881474095 |
| 2009-08-01 | 7.7410892109 |
| 2009-09-01 | 7.6835153545 |
| 2009-10-01 | 7.6630285549 |
| 2009-11-01 | 7.6147047613 |
| 2009-12-01 | 7.6183124339 |
| 2010-01-01 | 7.8037448253 |
| 2010-02-01 | 7.8278786757 |
| 2010-03-01 | 7.9148306690 |
| 2010-04-01 | 7.8017627629 |
| 2010-05-01 | 7.7945096783 |
| 2010-06-01 | 7.8496544480 |
| 2010-07-01 | 7.7838059699 |
| 2010-08-01 | 7.7353636054 |
| 2010-09-01 | 7.7957457485 |
| 2010-10-01 | 7.8589002152 |
| 2010-11-01 | 7.8188878822 |
| 2010-12-01 | 7.8114662865 |
| 2011-01-01 | 7.9085724380 |
| 2011-02-01 | 7.6266561627 |
| 2011-03-01 | 7.6106369535 |
| 2011-04-01 | 7.6072239182 |
| 2011-05-01 | 7.5010707293 |
| 2011-06-01 | 7.5330549775 |
| 2011-07-01 | 7.4769355845 |
| 2011-08-01 | 7.5406059691 |
| 2011-09-01 | 7.5126111819 |
| 2011-10-01 | 7.5594569052 |
| 2011-11-01 | 7.7255069570 |
| 2011-12-01 | 7.4991363539 |
| 2012-01-01 | 7.5167494215 |
| 2012-02-01 | 7.6286964970 |
| 2012-03-01 | 7.5089075464 |
| 2012-04-01 | 7.4984022453 |
| 2012-05-01 | 7.5931423838 |
| 2012-06-01 | 7.7126643325 |
| 2012-07-01 | 7.7689982416 |
| 2012-08-01 | 7.8541811968 |
| 2012-09-01 | 7.8278856886 |
| 2012-10-01 | 8.0772835575 |
| 2012-11-01 | 7.9444286776 |
| 2012-12-01 | 7.8960193208 |
| 2013-01-01 | 7.8150338153 |
| 2013-02-01 | 7.8161773858 |
| 2013-03-01 | 7.9096447385 |
| 2013-04-01 | 7.8746319630 |
| 2013-05-01 | 7.9853374923 |
| 2013-06-01 | 7.9017130775 |
| 2013-07-01 | 7.8641167667 |
| 2013-08-01 | 7.8697588040 |
| 2013-09-01 | 7.8299423462 |
| 2013-10-01 | 7.7986409268 |
| 2013-11-01 | 7.8628028502 |
| 2013-12-01 | 7.9928239684 |
| 2014-01-01 | 8.1235597228 |
| 2014-02-01 | 8.1167814440 |
| 2014-03-01 | 8.1113841554 |
| 2014-04-01 | 8.0358519602 |
| 2014-05-01 | 7.9634223429 |
| 2014-06-01 | 7.9970086002 |
| 2014-07-01 | 8.0649572841 |
| 2014-08-01 | 7.9836672436 |
| 2014-09-01 | 8.0232184088 |
| 2014-10-01 | 8.1252992290 |
| 2014-11-01 | 8.2911324870 |
| 2014-12-01 | 8.2976951922 |
| 2015-01-01 | 8.0225287009 |
| 2015-02-01 | 8.0095723514 |
| 2015-03-01 | 8.0056028813 |
| 2015-04-01 | 8.0956833406 |
| 2015-05-01 | 8.1529982225 |
| 2015-06-01 | 8.0984940511 |
| 2015-07-01 | 8.0735198807 |
| 2015-08-01 | 8.0046675789 |
| 2015-09-01 | 8.0140096496 |
| 2015-10-01 | 7.9354005612 |
| 2015-11-01 | 7.9063272570 |
| 2015-12-01 | 7.8975121849 |
| 2016-01-01 | 8.0240455890 |
| 2016-02-01 | 8.0124328669 |
| 2016-03-01 | 7.9003109208 |
| 2016-04-01 | 7.9609123005 |
| 2016-05-01 | 7.8409334400 |
| 2016-06-01 | 7.7026305346 |
| 2016-07-01 | 7.8929179217 |
| 2016-08-01 | 7.9235410923 |
| 2016-09-01 | 7.9101289617 |
| 2016-10-01 | 7.8388039549 |
| 2016-11-01 | 7.8122347901 |
| 2016-12-01 | 7.7978395482 |
| 2017-01-01 | 7.7112927199 |
| 2017-02-01 | 7.7013441719 |
| 2017-03-01 | 7.7955111409 |
| 2017-04-01 | 7.7478475407 |
| 2017-05-01 | 7.7444513892 |
| 2017-06-01 | 7.7120602649 |
| 2017-07-01 | 7.6147468307 |
| 2017-08-01 | 7.6379023583 |
| 2017-09-01 | 7.6141053716 |
| 2017-10-01 | 7.4290173968 |
| 2017-11-01 | 7.5003375668 |
| 2017-12-01 | 7.4954471926 |
| 2018-01-01 | 7.3959770840 |
| 2018-02-01 | 7.3934203419 |
| 2018-03-01 | 7.3854304698 |
| 2018-04-01 | 7.4595327365 |
| 2018-05-01 | 7.4476673571 |
| 2018-06-01 | 7.4192029531 |
| 2018-07-01 | 7.4362548944 |
| 2018-08-01 | 7.3483779242 |
| 2018-09-01 | 7.4257156644 |
| 2018-10-01 | 7.4177263351 |
| 2018-11-01 | 7.3845821957 |
| 2018-12-01 | 7.3914659294 |
| 2019-01-01 | 7.3689625063 |
| 2019-02-01 | 7.3800079081 |
| 2019-03-01 | 7.4786250460 |
| 2019-04-01 | 7.3904511346 |
| 2019-05-01 | 7.3596911505 |
| 2019-06-01 | 7.3258408942 |
| 2019-07-01 | 7.3418515499 |
| 2019-08-01 | 7.3536119022 |
| 2019-09-01 | 7.3354693170 |
| 2019-10-01 | 7.4061371158 |
| 2019-11-01 | 7.4744822037 |
| 2019-12-01 | 7.4940134642 |
| 2020-01-01 | 7.5405263617 |
| 2020-02-01 | 7.5699278174 |
| 2020-03-01 | 7.5728336621 |
| 2020-04-01 | 6.8275066846 |
| 2020-05-01 | 6.8653751604 |
| 2020-06-01 | 6.9250084327 |
| 2020-07-01 | 6.9384826476 |
| 2020-08-01 | 7.0482734986 |
| 2020-09-01 | 7.1429533811 |
| 2020-10-01 | 7.3107088666 |
| 2020-11-01 | 7.3772897390 |
| 2020-12-01 | 7.4014187169 |
| 2021-01-01 | 7.5125034460 |
| 2021-02-01 | 7.5575782824 |
| 2021-03-01 | 7.5695916766 |
| 2021-04-01 | 7.5585789694 |
| 2021-05-01 | 7.5689924457 |
| 2021-06-01 | 7.6219887218 |
| 2021-07-01 | 7.6274534774 |
| 2021-08-01 | 7.6304654465 |
| 2021-09-01 | 7.5469224276 |
| 2021-10-01 | 7.7292150562 |
| 2021-11-01 | 7.6902886117 |
| 2021-12-01 | 7.8079276002 |
| 2022-01-01 | 7.5972062985 |
| 2022-02-01 | 7.5492289519 |
| 2022-03-01 | 7.5638806378 |
| 2022-04-01 | 7.5764229658 |
| 2022-05-01 | 7.6651732415 |
| 2022-06-01 | 7.7160500791 |
| 2022-07-01 | 7.8180864199 |
| 2022-08-01 | 7.8103614149 |
| 2022-09-01 | 7.8523150285 |
| 2022-10-01 | 7.7534017706 |
| 2022-11-01 | 7.7086381109 |
| 2022-12-01 | 7.7054703808 |
| 2023-01-01 | 7.7930553760 |
| 2023-02-01 | 7.7402677765 |
| 2023-03-01 | 7.7610788047 |
| 2023-04-01 | 7.6835512639 |
| 2023-05-01 | 7.6592559646 |
| 2023-06-01 | 7.6175785074 |
| 2023-07-01 | 7.5062586433 |
| 2023-08-01 | 7.4951713455 |
| 2023-09-01 | 7.4546117838 |
| 2023-10-01 | 7.3746020290 |
| 2023-11-01 | 7.3256482897 |
| 2023-12-01 | 7.3001149974 |
| 2024-01-01 | 7.5943791314 |
| 2024-02-01 | 7.5323342843 |
| 2024-03-01 | 7.5577141012 |
| 2024-04-01 | 7.5795769237 |
| 2024-05-01 | 7.6545133682 |
| 2024-06-01 | 7.5230424667 |
| 2024-07-01 | 7.5025360959 |
| 2024-08-01 | 7.4897502481 |
| 2024-09-01 | 7.3581157454 |
| 2024-10-01 | 7.2885414511 |
| 2024-11-01 | 7.3347536313 |
| 2024-12-01 | 7.2899676195 |
| 2025-01-01 | 7.0970008513 |
| 2025-02-01 | 7.1224699277 |
| 2025-03-01 | 7.0549606582 |
| 2025-04-01 | 7.0742427717 |
| 2025-05-01 | 7.0551033522 |
| 2025-06-01 | 7.0340611658 |
| 2025-07-01 | 7.0026340912 |
| 2025-08-01 | 6.9907152686 |
| 2025-09-01 | 6.9610217884 |
| 2025-10-01 | 6.9917716442 |
| 2025-11-01 | 6.9324280351 |
| 2025-12-01 | 6.9798995830 |
| 2026-01-01 | 7.0000497752 |
| 2026-02-01 | 7.0173791818 |
| 2026-03-01 | 6.9557290789 |
| 2026-04-01 | 6.8690646708 |
| 2026-05-01 | 6.8580962287 |
| 2026-06-01 | 6.8418289929 |
| 2026-07-01 | 6.9057442435 |
| 2026-08-01 | 6.8964054800 |
| 2026-09-01 | 6.9615839832 |